🤖 Implement Auto-Trigger ADHD Interventions

[adrianwedd]

Objective

Enable Claude V2 to automatically execute high-confidence interventions for ADHD support without requiring user confirmation.

Current State

• ✅ V2 cognitive engine working with confidence scoring
• ✅ Tool execution framework (music, nudges, timers)
• ❌ All actions require manual confirmation

Implementation Plan

• Add confidence threshold settings (e.g., >0.8 for auto-execution)
• Implement auto-trigger for time-sensitive interventions
• Pattern-based proactive support (hyperfocus detection, break reminders)
• User preference controls for auto-intervention types

Example Auto-Triggers

• Break Reminders: Auto-send nudge after 2+ hours focus
• Medication Alerts: Auto-timer when dose window approaching
• Transition Music: Auto-play calming music during task switches
• Hyperfocus Intervention: Auto-pause music + send gentle nudge

Safety Measures

• User can disable auto-triggers per category
• Low confidence actions still require confirmation
• Emergency stop functionality
• Clear notification of auto-executed actions

Priority: Medium

Foundation ready, needs careful implementation for user trust

[adrianwedd]

✅ Auto-trigger interventions are WORKING:

• Nest nudges firing every 30 minutes for movement breaks
• Low activity detection triggering interventions
• Pomodoro break reminders active
• Hydration reminders running

See logs showing successful nudges to Nest Hub Max. The system is actively intervening based on ADHD patterns.